Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T02:11:48.615352Z
Paper Citation Record · LEDGER
As of 1 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 11 inbound Pith citation observations for arXiv:2605.07396.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T02:11:48.615352Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T20:06:10.692173Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T13:49:51.404418Z
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6c5fd82d-1245-47ee-8eb3-250eac7a674d · outbound
Rubric-based On-policy Distillation Aime 2024: American invitational mathematics examination
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 909b52a6-6ac5-4cd8-ad13-0d655e524d77 · outbound
Rubric-based On-policy Distillation Aime 2025: American invitational mathematics examination
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 9c829ee6-41d2-4722-b442-2372563348f0 · outbound
Rubric-based On-policy Distillation Hmmt 2025: Harvard-mit mathematics tournament
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 77c15710-70d7-4081-b2f2-eb3e7d1cda30 · outbound
Rubric-based On-policy Distillation DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 74e68ed5-5aa7-4af2-98d1-b7a74ade6677 · outbound
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 3ee7d872-b244-411d-a97f-cba68c5d2e54 · outbound
Rubric-based On-policy Distillation On-policy distillation of language models: Learning from self-generated mistakes
Reference 6
Source-reported events for the cited work
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Observation a1d71531-00ed-4506-9bab-9b232a4a0064 · outbound
Rubric-based On-policy Distillation On-policy distillation.Thinking Machines Lab: Connec- tionism
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation edfe6e59-24f6-417d-864c-a71a03ba0edc · outbound
Rubric-based On-policy Distillation Minillm: Knowledge distillation of large language models
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation b2fcff5e-cd76-476a-a287-c3967352edb3 · outbound
Rubric-based On-policy Distillation MiMo-V2-Flash Technical Report
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f78ed212-9337-410a-9b5b-b6d957c917b4 · outbound
Rubric-based On-policy Distillation Deepseek-v4: Towards highly efficient million-token context intelligence
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 5a52485b-aa4f-43c7-8a1c-816801a8679d · outbound
Rubric-based On-policy Distillation GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 535378bd-d426-4159-9a0d-0812dda82368 · outbound
Rubric-based On-policy Distillation HealthBench: Evaluating Large Language Models Towards Improved Human Health
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 9b7ac68b-3f3b-45b6-bbcc-8724a2a20f85 · outbound
Rubric-based On-policy Distillation Instruction-Following Evaluation for Large Language Models
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 0a2f4fce-77c7-406e-8a5d-fef850456165 · outbound
Rubric-based On-policy Distillation Gemma 3 Technical Report
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation fc74801f-a17d-494c-b0d9-27cf36f9c458 · outbound
Rubric-based On-policy Distillation Introducing gpt-5.2
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 33401334-b012-4451-b826-d68f0aedf8eb · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation ba62b43c-0f08-4634-9152-049db05ca05e · outbound
Rubric-based On-policy Distillation TIP: Token Importance in On-Policy Distillation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation a22ab1d1-daa9-4b56-ac0c-f017bbedb69c · outbound
Rubric-based On-policy Distillation Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe
Reference 18
Source-reported events for the cited work
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Observation 2c1a88c1-b4ea-4a1c-8dfe-0589eb6f0b4e · outbound
Rubric-based On-policy Distillation A Survey of On-Policy Distillation for Large Language Models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 719ad1a4-3505-4107-9790-88cd3745740e · outbound
Rubric-based On-policy Distillation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 7038d868-74a7-47d5-9a51-81b3da79b071 · outbound
Rubric-based On-policy Distillation Ovd: On-policy verbal distillation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 1a384439-735f-48d5-bf3d-1085da2a354e · outbound
Rubric-based On-policy Distillation Black-box on-policy distillation of large language models.arXiv preprint
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation c3dae16c-8669-4071-9071-ec70cd58263b · outbound
Rubric-based On-policy Distillation Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 13f301b6-4019-43c8-9146-594773c49366 · outbound
Rubric-based On-policy Distillation Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 17fc97ee-9d63-4af8-a260-448141b5ae09 · outbound
Rubric-based On-policy Distillation Entropy-Aware On-Policy Distillation of Language Models
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 53b8b431-f041-4de8-bd2b-04383b565ea0 · outbound
Rubric-based On-policy Distillation Fast and effective on-policy distillation from reasoning prefixes
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 3ccfe83c-a658-4419-968b-e2e7a3ce0adc · outbound
Rubric-based On-policy Distillation Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation ac166fd2-4bc4-4dc5-a527-a3092d335569 · outbound
Rubric-based On-policy Distillation PACED: Distillation and On-Policy Self-Distillation at the Frontier of Student Competence
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 0cdb1666-0ce7-4e54-8b02-6b795683736e · outbound
Rubric-based On-policy Distillation SCOPE: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation c4eb9592-0c9e-4686-821e-2e9d6f8cd2c8 · outbound
Rubric-based On-policy Distillation A Dual-Space Framework for General Knowledge Distillation of Large Language Models
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation cf83d039-af05-4b02-b0c9-948280a049e9 · outbound
Rubric-based On-policy Distillation Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 764d3480-59b6-4fe1-90e7-7fac6aec4468 · outbound
Rubric-based On-policy Distillation Orpo-distill: Mixed-policy preference optimization for cross-architecture llm distillation
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 2cfc1f61-1a71-4d0a-93c4-64ae7a3a5d02 · outbound
Rubric-based On-policy Distillation Reinforcement Learning-based Knowledge Distillation with LLM-as-a-Judge
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation e4cb5512-fa86-401c-8504-a51c65d5b16e · outbound
Rubric-based On-policy Distillation arXiv preprint arXiv:2510.07743 , year=
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation d3e350a5-deb2-4130-8035-99bf15500bf3 · outbound
Rubric-based On-policy Distillation Reinforcement Learning with Rubric Anchors
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 7d3ee772-92f7-4318-9d8f-50158364e37d · outbound
Rubric-based On-policy Distillation DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 8735ae82-eafd-43e0-a955-8390423d6677 · outbound
Rubric-based On-policy Distillation Sibylsense: Adaptive rubric learning via memory tuning and adversarial probing
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 96752098-7216-4ac5-b987-f6f0f0dccba0 · outbound
Rubric-based On-policy Distillation Distilling the Knowledge in a Neural Network
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation e308352a-22ff-4e1a-9947-ceccaba221ad · outbound
Rubric-based On-policy Distillation Criterion 7: Uses proof by induction – 2/4 teachers support, 2/4 use direct computation
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 8d3990f7-d56c-45a0-b3f6-af407dc139b5 · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 8816da49-4bf4-453e-baf9-07a2cca86727 · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 220af574-007e-4f3f-8b06-a3f88bcb5623 · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 42
Source-reported events for the cited work
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Observation 847d05b3-fcaf-4aa3-8129-7613a8b108d4 · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f712a214-bc40-4b5d-86d4-e5a86a387e8a · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 291ec9ba-9f88-4ea4-a0e6-94e9927d7f79 · outbound
Rubric-based On-policy Distillation # Required Category Taxonomy Your rubric should be guided by the following three categories
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 9c4e79a8-ed7f-4fca-b28b-c36d0eb06126 · outbound
Rubric-based On-policy Distillation This includes identifying the target quantity, presenting the answer explicitly, and meeting format requirements
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation ef2c2978-f2c2-4f91-900e-4ffe001640cb · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 925f69da-fc1c-4872-9701-2d315381ad0b · outbound
Rubric-based On-policy Distillation Use this category when such qualities are genuinely relevant and improve teacher-student separation
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation a9910725-0378-4558-9bb3-92f30516c246 · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation aa44c6bd-7f7c-401c-9e4f-bc3a6df0f8ed · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 0b3fdef9-43fe-44c8-b136-e711acbeba39 · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 4eec8d6a-dbfe-4d88-9084-aca72a65d356 · outbound
Rubric-based On-policy Distillation Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 9d89d275-ac8f-464d-920d-99de83e3544e · outbound
Rubric-based On-policy Distillation uses the same method as the teacher(s)
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 8ed2062a-66bc-4dc7-ba10-761a38675c7f · inbound
Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Rubric-based On-policy Distillation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 55d2e9ee-45dd-4a31-b50e-46df0aa518fe · inbound
Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Rubric-based On-policy Distillation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 4a729238-cd58-4609-8297-be17f3b61c7f · inbound
Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Rubric-based On-policy Distillation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation ed8a92d8-eaea-490a-bd42-e97fc6caf24c · inbound
Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Rubric-based On-policy Distillation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation ded4138f-fdb2-4d05-8670-32c6e99d2402 · inbound
A Formula-Driven Survey and Research Agenda for On-Policy Distillation Rubric-based On-policy Distillation
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 0fec8392-90dd-4ccb-83c9-d201d8fc813a · inbound
DanceOPD: On-Policy Generative Field Distillation Rubric-based On-policy Distillation
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 8e0da16f-9ae3-4162-b365-4ec58e0a841e · inbound
DanceOPD: On-Policy Generative Field Distillation Rubric-based On-policy Distillation
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec1741eb-a520-4e04-9e2b-59df07cc9c8e · inbound
TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning Rubric-based On-policy Distillation
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f753e198-44f7-4837-9abe-bedc5902ee1a · inbound
TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning Rubric-based On-policy Distillation
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27a9dca5-5171-48ed-a4cc-d2648d634b16 · inbound
SERPO: Self-Evolving Rubric Policy Optimization for Open-Ended Test-Time Reinforcement Learning Rubric-based On-policy Distillation
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8f6096c-d3e5-408f-bc1e-5e230eb3c674 · inbound
Contrastive Reinforced Policy Optimization via Privileged Self-Distillation Rubric-based On-policy Distillation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.